Table 3C.
Organizational willingness to adopt applications of AI for Diagnosis of eye diseases.
Diabetic retinopathy (DR) | Glaucoma | Age related macular degeneration (AMD) | Cataract | ||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
OR | 95% CI | p -value | OR | 95% CI | p -value | OR | 95% CI | p -value | OR | 95% CI | p -value | ||||||
Age | 1.023 | 1.004 | 1.042 | 1.036 | 1.016 | 1.056 | 1.021 | 1.002 | 1.041 | 1.018 | 0.998 | 1.038 | 0.072 | ||||
Gender | Female | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref |
Male | 1.158 | 0.877 | 1.529 | 0.301 | 1.527 | 1.148 | 2.031 | 1.403 | 1.055 | 1.865 | 0.828 | 0.619 | 1.107 | 0.202 | |||
Clinical experience | Currently in training | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref |
<20 years | 1.369 | 0.628 | 2.982 | 0.429 | 1.143 | 0.493 | 2.651 | 0.755 | 1.667 | 0.705 | 3.944 | 0.245 | 0.771 | 0.343 | 1.732 | 0.528 | |
>20 years | 1.221 | 0.501 | 2.976 | 0.66 | 0.860 | 0.334 | 2.212 | 0.754 | 1.904 | 0.729 | 4.972 | 0.188 | 0.936 | 0.372 | 2.357 | 0.888 | |
Geographical region | East Asia and Pacific | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref |
Europe and Central Asia | 1.245 | 0.693 | 2.234 | 0.464 | 0.968 | 0.528 | 1.775 | 0.916 | 1.656 | 0.915 | 2.996 | 0.095 | 0.486 | 0.237 | 0.997 | ||
Latin America & the Caribbean | 1.801 | 1.043 | 3.109 | 1.242 | 0.735 | 2.098 | 0.418 | 1.829 | 1.077 | 3.106 | 0.737 | 0.427 | 1.272 | 0.273 | |||
Middle east and North Africa | 0.721 | 0.288 | 1.806 | 0.485 | 0.306 | 0.099 | 0.948 | 0.530 | 0.185 | 1.521 | 0.238 | 0.347 | 0.099 | 1.221 | 0.099 | ||
North America | 0.734 | 0.237 | 2.277 | 0.593 | 0.633 | 0.196 | 2.046 | 0.445 | 0.809 | 0.252 | 2.594 | 0.722 | 0.307 | 0.066 | 1.433 | 0.133 | |
South Asia | 1.688 | 1.046 | 2.724 | 1.102 | 0.687 | 1.766 | 0.687 | 1.295 | 0.810 | 2.071 | 0.28 | 1.118 | 0.697 | 1.794 | 0.643 | ||
Africa | 1.733 | 0.324 | 9.272 | 0.521 | 2.734 | 0.504 | 14.826 | 0.243 | 0.453 | 0.084 | 2.454 | 0.358 | 3.202 | 0.594 | 17.247 | 0.176 | |
Income level | Resource-constrained | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref |
Resource-abundant | 0.772 | 0.545 | 1.095 | 0.147 | 0.864 | 0.604 | 1.236 | 0.423 | 0.712 | 0.498 | 1.018 | 0.063 | 0.723 | 0.502 | 1.040 | 0.08 | |
Self-rated understanding of AI | Very poor | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref |
Below average | 0.669 | 0.210 | 2.129 | 0.497 | 0.924 | 0.307 | 2.781 | 0.889 | 0.706 | 0.233 | 2.139 | 0.538 | 1.507 | 0.494 | 4.598 | 0.471 | |
Average | 0.535 | 0.179 | 1.600 | 0.263 | 0.637 | 0.226 | 1.793 | 0.393 | 0.508 | 0.179 | 1.442 | 0.203 | 0.985 | 0.344 | 2.818 | 0.978 | |
Above average | 0.436 | 0.145 | 1.305 | 0.138 | 0.573 | 0.203 | 1.618 | 0.293 | 0.475 | 0.167 | 1.351 | 0.163 | 1.028 | 0.359 | 2.948 | 0.959 | |
Excellent | 0.628 | 0.194 | 2.030 | 0.437 | 0.656 | 0.215 | 2.001 | 0.458 | 0.755 | 0.246 | 2.322 | 0.624 | 1.214 | 0.391 | 3.763 | 0.737 |
*Wherein “ref” denotes the reference category.
The color values are added to draw attention of readers to analyses for which p-value was < 0.05.